Reimbursement intelligence
Denial Prevention Software stop denials before they bill
CLV Intelligence is denial prevention software that catches the coverage and coding changes that cause Medicare denials — LCD restrictions, deleted codes, medical-necessity changes — before the claim ever goes out.
- 1,150+
- Policy alerts tracked
- 33
- Clinical specialties
- 7
- MAC contractors
- 15+
- Source families
Most denial tools are really denial-management tools — they help you work a denial after it lands. Denial prevention is different: it catches the policy change that would cause the denial while you can still fix the claim. The biggest preventable causes are coverage and coding changes — an LCD that tightens medical necessity, a deleted code still in your charge master, a new NCCI edit — and they’re all visible in advance if someone’s watching. CLV Intelligence is denial prevention software that does the watching and tells you what to change before you submit.
Coverage
What CLV monitors across CMS
Medical-necessity changes
LCD revisions that tighten covered diagnoses or documentation — the leading preventable denial cause — flagged before the effective date.
Covered vs non-covered shifts
Codes that move on or off coverage in an LCD or NCD, so you stop billing what’s no longer payable.
Deleted & replaced codes
ICD-10 and HCPCS deletions still sitting in charge masters and order sets — a quiet, recurring denial source.
NCCI edit additions
New procedure-to-procedure and medically-unlikely edits that trigger front-end rejections.
Frequency & documentation limits
Changes to frequency limits and documentation requirements that turn a clean claim into a denial.
Effective-date lead time
Every change tied to its effective date, so action happens inside the window where the claim can still change.
How it works
From source to action, every day
We monitor the sources
CMS, every Medicare Administrative Contractor, and the Federal Register — scanned continuously, with the originating government document linked on every alert.
AI translates the impact
Dense regulatory text is distilled into the specialties, codes, and dollar exposure that actually affect your claims, then ranked by a signal score.
You act before it bills
Severity-ranked alerts with plain-language action guidance — plus audit-ready exports — reach the right team in time to change the claim.
Why automated monitoring
Why it beats manual source-watching
Prevention beats management
Working a denial costs staff time and delays cash; preventing it costs nothing. The leverage is in catching the policy change before the claim, not after.
The top causes are knowable in advance
Coverage, medical-necessity, and coding-edit changes are published before they take effect — so the denials they cause are preventable for anyone monitoring the right sources daily.
It feeds your denial workflow
This isn’t a replacement for denial management — it’s the upstream layer that shrinks the queue your team has to work in the first place.
Who it’s for
- Revenue cycle leaders protecting net collections
- Coding professionals keeping pace with code and coverage changes
- Compliance officers building audit-ready documentation
- Healthcare finance executives quantifying reimbursement risk
- Reimbursement analysts replacing manual source-watching
- Specialty practice and billing-company leaders
Get CMS & MAC policy alerts by email — free
A weekly digest of the signal-scored changes that affect what you bill. No subscription required.
Frequently asked questions
What is denial prevention software?
Denial prevention software catches the policy and coding changes that cause claim denials — coverage restrictions, medical-necessity changes, deleted codes, and new coding edits — before the affected claims are submitted, so the denial never happens. It works upstream of denial-management tools, which address denials after they occur.
What are the most preventable causes of Medicare denials?
The most preventable causes are coverage and medical-necessity changes in LCDs, billing of deleted or non-covered codes, and new NCCI edits — all of which are published ahead of their effective dates. CLV Intelligence surfaces these changes in advance and maps them to the codes you bill.
How is denial prevention different from denial management?
Denial management helps you work and appeal denials that have already happened; denial prevention stops them from happening. CLV Intelligence focuses on prevention — catching the policy change in time to fix the claim — which reduces the volume your denial-management process has to handle.
How quickly will I know about a change that could cause denials?
Sources are scanned every business day, so coverage, coding, and medical-necessity changes typically surface within a day of publication — generally ahead of the effective date, the window in which the claim can still be corrected.
Is CLV Intelligence a substitute for compliance or legal advice?
No. CLV Intelligence surfaces, summarizes, and signal-scores official policy changes so your team can act in time, but it is not legal, billing, or compliance advice and it is not an audit certification. Every alert links to the originating government source so you can review the exact language, and final interpretation should be confirmed with qualified compliance counsel.
Explore the platform
Stop finding out after the claim denies.
See the live feed of CMS and MAC policy changes, or talk to us about coverage for your team.